{"product_id":"fast-python-for-data-science-9781617297939","title":"Fast Python for Data Science","description":"\u003cp\u003e\u003cstrong\u003e\u003cem\u003eFast Python for Data Science\u003c\/em\u003e\u003c\/strong\u003e is a hands-on guide to writing Python code that can process more data, faster, and with less resources. It takes a holistic approach to Python performance, showing you how your code, libraries, and computing architecture interact and can be optimized together.\u003c\/p\u003e \u003cp\u003e\u003cbr\u003eWritten for experienced practitioners, \u003cstrong\u003e\u003cem\u003eFast Python for Data Science\u003c\/em\u003e\u003c\/strong\u003e dives right into practical solutions for improving computation and storage efficiency. You'll experiment with fun and interesting examples such as rewriting games in lower-level Cython and implementing a MapReduce framework from scratch. Finally, you'll go deep into Python GPU computing and learn how modern hardware has rehabilitated some former antipatterns and made counterintuitive ideas the most efficient way of working.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eAbout the technology\u003c\/strong\u003e\u003cbr\u003eFast, accurate systems are vital for handling the huge datasets and complex analytical algorithms that are common in modern data science. Python programmers need to boost performance by writing faster pure-Python programs, optimizing the use of libraries, and utilizing modern multi-processor hardware; \u003cstrong\u003e\u003cem\u003eFast Python for Data Science\u003c\/em\u003e\u003c\/strong\u003e shows you how.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cstrong\u003eTiago Antao\u003c\/strong\u003e works in the field of genetics, analyzing very large datasets and implementing complex algorithms to process the data. He leverages Python with all its libraries to do scientific computing and data engineering tasks. He is one of the co-authors of Biopython, a major bioinformatics package written in Python. He holds a BE in informatics and a PhD in bioinformatics.\u003cbr\u003e","brand":"Manning Publications","offers":[{"title":"Default Title","offer_id":50507722555666,"sku":"9781617297939","price":55.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_edec6ed7-26ae-41c5-b806-bf241fd6f40d.jpg?v=1730866966","url":"https:\/\/surprise-castle.myshopify.com\/products\/fast-python-for-data-science-9781617297939","provider":"Surprise Castle","version":"1.0","type":"link"}